{"id":"W2619208369","doi":"10.11159/htff17.170","title":"Dimensional Analysis of a Hot-arm Actuator","year":2017,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Advanced MEMS and NEMS Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Actuator; Computer science; Robotic arm; Control theory (sociology); Artificial intelligence; Control (management)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001492677,0.0001463927,0.0002286283,0.000279957,0.0003174425,0.0005778978,0.0002569371,0.0003504408,0.002379782],"category_scores_gemma":[0.000332565,0.0001237493,0.0002844754,0.0001301703,0.0003183539,0.0003431632,0.0002938958,0.0002305984,0.0002739049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002968433,"about_ca_system_score_gemma":0.0002747128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311761,"about_ca_topic_score_gemma":0.0003306353,"domain_scores_codex":[0.999835,0.00001660376,0.0000073553,0.00001946597,0.0001023558,0.00001906592],"domain_scores_gemma":[0.9998876,0.00003722272,0.00001792036,0.0000193561,0.0000295443,0.000008382012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001924402,0.00008830954,0.002489227,0.0002445472,0.00003662876,0.0005064262,0.0003522357,0.2897958,0.6384729,0.02317386,0.001197359,0.04345024],"study_design_scores_gemma":[0.000008849429,0.0002383593,0.008988921,0.00001842145,0.00002170867,0.0002840474,0.0001238158,0.9096875,0.06974477,0.003565131,0.007263229,0.00005519512],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8010283,0.001037767,0.1585116,0.0003713597,0.0001419345,0.00005373399,0.0002508209,0.00032715,0.03827731],"genre_scores_gemma":[0.9784938,0.0002630632,0.01485222,0.00003710983,0.00001858508,0.00003375536,0.00007983171,0.00002639217,0.00619522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002379782,"threshold_uncertainty_score":0.007961154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007254406319964577,"score_gpt":0.2147177615965024,"score_spread":0.2074633552765378,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}